Specialized HVAC and electrical contractors now drive the physical build-out of AI clusters. These firms manage the extreme cooling and power requirements that Nvidia chips demand. While less visible than chipmakers, their capacity limits how fast hyperscalers can deploy new hardware. This creates a critical physical bottleneck for model scaling.